Mathematics 4024

Quick revision notes ยท Mathematics 4024 ยท Chapter 27 of 35

Probability

Probability scale, single events, relative and expected frequency, sample spaces, tree diagrams and conditional probability.

5 sectionsWorked examples Common mistakes

At a glance

Probability scale, single events, relative and expected frequency, sample spaces, tree diagrams and conditional probability.

  1. Single events
  2. Relative and expected frequency
  3. Sample spaces and combined events
  4. Tree diagrams
  5. Conditional probability

1Single events

  • Probability is from 0 (impossible) to 1 (certain). Write it as a fraction, decimal or percentage.
  • P(event) = number of ways it happens รท total number of equally likely outcomes.
  • P(not A) = 1 โˆ’ P(A). The probabilities of all possible outcomes add to 1.

Formulas

P(A) = favourable รท total
P(not A) = 1 โˆ’ P(A)

Worked example

The only outcomes A, B and C have probabilities 0.2, 0.45 and x. Find x.

  1. 0.2 + 0.45 + x = 1.

x = 0.35

2Relative and expected frequency

  • Relative frequency = number of times it happened รท number of trials. It estimates the probability; more trials = better estimate.
  • Expected frequency = probability ร— number of trials.

Worked example

A spinner landed on 6 in 45 of 300 spins. How many 6s would you expect in 1000 spins?

  1. Relative frequency = 45/300 = 0.15.
  2. 0.15 ร— 1000.

150

3Sample spaces and combined events

  • A sample space diagram (grid) lists every outcome of two events โ€” useful for two dice or two spinners.
  • AND (independent events): multiply. OR (events that can't both happen): add.
  • 'At least one' = 1 โˆ’ P(none).

Formulas

P(A and B) = P(A) ร— P(B)independent
P(A or B) = P(A) + P(B)mutually exclusive
P(at least one) = 1 โˆ’ P(none)

Worked example

Two fair dice are thrown. Find the probability that the total is 7.

  1. 36 outcomes in the grid.
  2. Totals of 7: (1,6), (2,5), (3,4), (4,3), (5,2), (6,1) โ€” 6 outcomes.

6/36 = 1/6

4Tree diagrams

  • Each set of branches adds to 1.
  • Multiply along a path; add the paths you want.
  • With replacement: the second-stage probabilities are the same as the first.
  • Without replacement: one fewer item in total, and one fewer of the colour already taken.

How to do it

  1. Draw the branches with probabilities.
  2. Multiply along each wanted path.
  3. Add the results of all wanted paths.

Worked example

A bag has 4 red and 6 blue sweets. Two are eaten without replacement. Find P(one of each colour).

  1. P(R then B) = 4/10 ร— 6/9 = 24/90.
  2. P(B then R) = 6/10 ร— 4/9 = 24/90.
  3. Add: 48/90.

8/15

5Conditional probability

  • 'Given that' narrows the total to the group you are told about.
  • From a table or Venn diagram: count only within the given group.
  • From a tree: the second branches are already conditional on the first.

Formulas

P(A given B) = P(A and B) รท P(B)

Worked example

12 of 20 girls and 6 of 10 boys wear glasses. A student who wears glasses is chosen. Find the probability it is a boy.

  1. 18 students wear glasses.
  2. 6 of them are boys.

6/18 = 1/3

โœ—Common mistakes

Donโ€™t writeWrite instead
Adding along the branches Multiply along a path; add the results
Same denominator on both stages without replacement 4/10 then 3/9 (or 6/9)
A probability bigger than 1 Probabilities are between 0 and 1
Writing a probability as '3 out of 5' or 3 : 5 Write 3/5, 0.6 or 60%
Forgetting one of the two orders for 'one of each' Red-then-blue AND blue-then-red

โ˜…In the exam

  • Draw the tree or grid even when not asked.
  • Fractions don't need simplifying unless asked โ€” but keep them exact.
  • Check: all end probabilities of a tree add to 1.